OBO Foundry dashboard analysis¶

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The `inplace` parameter in pandas.Categorical.reorder_categories is deprecated and will be removed in a future version. Reordering categories will always return a new Categorical object.
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Ontologies by number of axioms

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Ontologies by number of classes

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Ontologies by how many ontologies use it

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Different serialisations used

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RDF/XML Syntax    24
Turtle            22
unknown            9
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Turtle            19
RDF/XML Syntax    18
unknown           11
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OWL/XML Syntax     1
Name: syntax, dtype: int64

Breakdown of used Axiom Types

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count mean std min 25% 50% 75% max
AnnotationAssertion46 5873.625000 20749.397931 0.0 67.5 573.0 2246.2537 4590.244898 17801.366192 0.0 2.0 264.0 2532.0124680.0
Declaration46 1090.375000 3344.200970 0.0 25.5 175.0 848.2537 962.653061 3262.309008 0.0 12.0 104.0 848.022818.0
SubClassOf44 1412.017857 4515.587466 0.0 5.5 81.0 878.0035 1082.653061 3548.021289 0.0 0.0 49.0 884.024611.0
ObjectPropertyDomain41 27.410714 34.210459 0.0 0.0 19.5 29.25 133.0
ObjectPropertyRange 41 29.125000 34.900410 0.0 0.0 19.5 32.75 144.0
DataPropertyRange 35 10.714286 18.891763 0.0 0.0 1.5 10.2533 23.897959 31.017633 0.0 0.0 18.0 26.0 133.0
ObjectPropertyRange 33 25.897959 32.555878 0.0 0.0 19.0 30.0 144.0
DataPropertyRange 29 9.653061 19.383789 0.0 0.0 1.0 10.097.0
SubObjectPropertyOf35 41.321429 62.981125 0.0 0.0 12.0 55.00 284.0
InverseObjectProperties 35 10.232143 24.306371 0.0 0.0 1.5 9.00 126.0
DisjointClasses 33 237.410714 1639.093295 0.0 0.0 1.5 17.75 12277.0
DataPropertyDomain 32 9.910714 32.402175 0.0 0.0 2.0 4.25 235.0
ClassAssertion 31 120.482143 377.685920 0.0 0.0 1.0 20.25 1952.0
EquivalentClasses 29 154.607143 820.458734 0.0 0.0 1.0 61.25 6147.0
TransitiveObjectProperty 27 3.160714 5.581713 0.0 0.0 0.0 5.00 32.0
SubAnnotationPropertyOf 23 11.625000 33.936070 0.0 0.0 0.0 8.50 228.0
SubDataPropertyOf 22 5.375000 11.516885 0.0 0.0 0.0 4.75 63.0
FunctionalObjectProperty 19 2.071429 3.832194 0.0 0.0 0.0 2.25 17.0
FunctionalDataProperty 18 1.285714 3.001298 0.0 0.0 0.0 2.00 19.027 34.204082 53.181677 0.0 0.0 6.0 50.0 214.0
InverseObjectProperties 27 10.061224 25.459452 0.0 0.0 1.0 8.0 126.0
ClassAssertion 26 134.673469 402.037021 0.0 0.0 1.0 20.0 1952.0
DataPropertyDomain 26 9.244898 34.140354 0.0 0.0 1.0 4.0 235.0
DisjointClasses 26 261.591837 1752.453898 0.0 0.0 1.0 7.0 12277.0
EquivalentClasses 23 50.734694 96.814207 0.0 0.0 0.0 62.0 395.0
TransitiveObjectProperty 21 2.673469 4.190206 0.0 0.0 0.0 4.0 15.0
SubAnnotationPropertyOf 17 9.571429 32.986740 0.0 0.0 0.0 8.0 228.0
SubDataPropertyOf 15 4.408163 11.232242 0.0 0.0 0.0 1.0 63.0
FunctionalDataProperty 15 1.020408 1.887346 0.0 0.0 0.0 2.0 8.0
FunctionalObjectProperty 15 1.836735 3.429935 0.0 0.0 0.0 2.0 11.0
SymmetricObjectProperty 14 2.326531 4.473942 0.0 0.0 0.0 1.0 16.0
InverseFunctionalObjectProperty17 1.339286 2.900011 0.013 1.367347 3.0392840.0 0.0 0.0 1.0 12.0
SymmetricObjectProperty 15 2.142857 4.274357 0.0 0.0 0.0 1.00 16.0
AnnotationPropertyRangeOf 15 4.821429 18.491381 0.0 0.0 0.0 1.00AnnotationPropertyRangeOf 13 5.408163 19.717715 0.0 0.0 0.0 1.0134.0
ObjectPropertyAssertion15 267.321429 1390.881566 0.0 0.0 0.0 2.0012 303.612245 1485.201695 0.0 0.0 0.0 0.010226.0
IrrefexiveObjectProperty14 2.250000 5.434737 0.0 0.0 0.0 0.2512 2.510204 5.763110 0.0 0.0 0.0 0.022.0
AsymmetricObjectProperty12 1.750000 4.44051610 1.959184 4.712391 0.00.0 0.0 0.0 16.0
DataPropertyAssertion 10 110.696429 508.890984DisjointUnion 7 5.204082 18.288179 0.0 0.0 0.0 0.0 116.0
DataPropertyAssertion 7 125.693878 543.037606 0.00.0 0.0 0.0 3617.0
SubPropertyChainOf 9 3.214286 16.275709 0.0 0.0 0.0 0.00 120.0
DisjointUnion 9 5.017857 17.287401 0.0 0.0 0.0 0.00 116.0
DifferentIndividuals 6 0.339286 1.195093 0.0AnnotationPropertyDomain 6 0.244898 0.924901 0.0 0.0 0.0 0.0 6.0
EquivalentObjectProperties 6 1.306122 5.370460 0.0 0.0 0.0 0.0 36.0
DifferentIndividuals 5 0.367347 1.269742 0.0 0.0 0.0 0.0 6.0
DisjointObjectProperties 5 0.408163 1.498866 0.0 0.0 0.0 0.0 8.0
SubPropertyChainOf 5 0.755102 2.696685 0.0 0.0 0.0 0.0 13.0
ReflexiveObjectProperty 5 0.102041 0.305839 0.0 0.0 0.0 0.0 1.0
SameIndividual 3 0.632653 2.7665700.0 0.0 0.0 0.0 17.0
AnnotationPropertyDomain 6 0.214286 0.867898 0.0 0.0 0.0 0.00 6.0
ReflexiveObjectProperty 6 0.107143 0.312094 0.0 0.0 0.0 0.00 1.0
EquivalentObjectProperties 6 1.142857 5.035974 0.0 0.0 0.0 0.00 36.0
DisjointObjectProperties 5 0.357143 1.406848 0.0 0.0 0.0 0.00 8.0
SameIndividual 3 0.553571 2.593135 0.0 0.0 0.0 0.00 17.0NegativeObjectPropertyAssertion 2 0.040816 0.199915 0.0 0.0 0.0 0.0 1.0
Rule 3 0.660714 3.517627 0.0 0.0 0.0 0.00 25.0
NegativeObjectPropertyAssertion 20.035714 0.187256 0.0 0.0 0.0 0.00 1.00.244898 1.267060 0.0 0.0 0.0 0.0 8.0
EquivalentDataProperties 20.160714 0.8480310.183673 0.905388 0.00.0 0.0 0.0 5.0
DatatypeDefinition 20.357143 2.5400690.408163 2.715069 0.00.0 0.0 0.0 19.0

Breakdown of used OWL Class Expression constructs

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count mean std min 25% 50% 75% max
Class47 4908.464286 14425.679064 0.0 76.75 479.5 2579.00 78469.0
ObjectUnionOf 32 12.464286 21.085940 0.0 0.00 2.5 13.0038 3851.326531 11084.925807 0.0 20.0 227.0 2705.0 70987.0
ObjectUnionOf 27 13.632653 22.264222 0.0 0.0 2.0 13.088.0
ObjectAllValuesFrom29 26.017857 61.289029 0.0 0.00 1.0 27.25 400.0
ObjectSomeValuesFrom 27 410.428571 2223.30977625 27.448980 64.266068 0.0 0.0 1.0 31.0 400.0
ObjectIntersectionOf 22 32.265306 91.8233760.0 0.00 0.084.75 16614.0
ObjectIntersectionOf 25 139.571429 831.3867250.0 17.0 470.0
ObjectSomeValuesFrom 22 129.040816 304.9023720.0 0.00 0.017.00 6217.0
ObjectExactCardinality 24 6.428571 21.6525100.0 90.0 1478.0
ObjectExactCardinality 20 7.020408 23.0863320.0 0.00 0.03.000.0 3.0115.0
DataExactCardinality18 1.875000 3.59323916 1.959184 3.690975 0.00.0 0.00 0.0 3.0 14.0
DataHasValue15 26.642857 75.875120 0.0 0.00 0.0 3.2514 29.326531 80.521837 0.0 0.0 0.0 4.0494.0
DataAllValuesFrom14 0.821429 1.789943 0.0 0.00 0.0 0.25 8.0
ObjectComplementOf 12 4.857143 24.129521 0.0 0.00 0.0 0.00 179.0
ObjectHasValue 11 8.500000 32.61511112 0.877551 1.888922 0.0 0.0 0.0 0.0 8.0
ObjectComplementOf 11 1.897959 4.844434 0.0 0.0 0.0 0.0 22.0
ObjectOneOf 10 15.224490 58.776861 0.0 0.0 0.0 0.0 272.0
ObjectHasValue 10 9.632653 34.757909 0.0 0.00.0 0.00 0.0 189.0
ObjectMinCardinality11 0.910714 2.406633 0.0 0.00 0.0 0.00 11.0
ObjectOneOf 11 13.339286 55.139584 0.0 0.00 0.0 0.00 272.0
DataSomeValuesFrom 10 0.875000 2.320364 0.0 0.00 0.0 0.00 14.0
ObjectMaxCardinality 7 16.732143 119.4354139 0.836735 2.383511 0.0 0.0 0.0 0.0 11.0
DataSomeValuesFrom 7 0.530612 1.324482 0.0 0.0 0.0 0.0 4.0
ObjectMaxCardinality 5 19.061224 127.674294 0.0 0.00.0 0.00 0.0 894.0
DataMinCardinality4 0.303571 1.8773253 0.326531 2.004035 0.0 0.00.0 0.00 0.0 14.0
DataMaxCardinality4 1.464286 8.4185173 1.632653 8.994660 0.0 0.00.0 0.00 0.0 61.0
ObjectHasSelf 1 0.017857 0.133631 0.0 0.00 0.0 0.00 1.0

OBO Score (Experimental)

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ontology score score_dash score_impact
35 PATO 0.350 0.556 0.143
30 OBO 0.339 0.571 0.107
17 FOAF 0.327 0.333 0.321
30 OBO 0.336 0.571 0.102
19 IAO 0.300 0.600 0.000
37 PROVO 0.296 0.504 0.089
31 OEO17 FOAF 0.289 0.333 0.245
0 AMONTOLOGY 0.285 0.571 0.000
22 MDO0.285 0.571 0.000
49 enanomapper31 OEO0.285 0.571 0.000
22 MDO 0.285 0.571 0.000
0 AMONTOLOGY 0.285 0.571 0.000
45 enanomapper 0.285 0.571 0.000
4 CHAMEO 0.275 0.549 0.000
13 EMMO_crystallography 0.275 0.549 0.000
8 EMMO 0.275 0.549 0.000
10 EMMO_BattINFO35 QUDT0.275 0.549 0.000
38 QUDT 0.275 0.549 0.000
4 CHAMEO 0.275 0.549 0.000
41 SEMMD10 EMMO_BattINFO 0.275 0.549 0.000
34 PROVO 0.273 0.504 0.041
12 EMMO_atomistic 0.252 0.504 0.000
14 EMMO_mappings0.252 0.504 0.000
12 EMMO_atomistic 0.252 0.504 0.000
14 EMMO_mappings38 SEMMD0.252 0.504 0.000
3 CCO 0.252 0.504 0.000
2 BWMD-MID 0.252 0.504 0.000
1 BWMD-DOMAIN 0.252 0.504 0.000
4037SAREF 0.241 0.482 0.000
50 m4i 0.241 0.48240 SO 0.234 0.4670.000
21 MAMBO 0.234 0.467 0.000
27 NPO 0.234 0.467 0.000
44 SP 0.234 0.467 0.000
43 SO 0.234 0.467 0.000
32 OM 0.234 0.467 0.000
4643UO 0.234 0.467 0.000
6 DEB 0.234 0.467 0.000
52 mvc 0.222 0.444 0.000
36 PMD41 SP 0.234 0.467 0.000
24 MSEO0.222 0.444 0.000
26 MaterialsMine 0.222 0.444 0.000
29 OA 0.222 0.444 0.000
7 DISO 0.222 0.444 0.000
25 MatOnto18 GPO 0.222 0.444 0.000
25 MatOnto 0.222 0.444 0.000
46 mvc0.222 0.444 0.000
18 GPO33 PMD0.222 0.444 0.000
24 MSEO 0.222 0.444 0.000
5 CIF 0.222 0.444 0.000
20 LPBFO 0.219 0.438 0.000
53 opmw 0.200 0.400 0.000
4239SKOS_MDO 0.200 0.400 0.000
5447periodictable 0.200 0.400 0.000
34 P-Plan 0.200 0.400 0.000
4744WILD 0.200 0.400 0.000
33 OSMO 0.189 0.378 0.000
4542SSN 0.189 0.378 0.000
5548ssos 0.155 0.311 0.000
16 EMMO_microstructure 0.000 0.000 0.000
39 QUDV1 BWMD-DOMAIN0.000 0.000 0.000
11 EMMO_Datamodel 0.000 0.000 0.000
48 bmo 0.000 0.000 0.000
51 matinfo11 EMMO_Datamodel0.000 0.000 0.000
28 NanoMine15 EMMO_mechanical_testing0.000 0.000 0.000
9 EMMO_BVC 0.000 0.000 0.000
15 EMMO_mechanical_testing16 EMMO_microstructure0.000 0.000 0.000
23 MOL_TENSILE0.000 0.000 0.000
28 NanoMine 0.000 0.000 0.000
36 QUDV 0.000 0.000 0.000
20 LPBFO0.000 0.000 0.000

OBO Score Summary

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count mean std min 25% 50% 75% max
score56.0 0.205518 0.097901 0.0 0.2 0.2340 0.25775 0.350
score_dash 56.0 0.399125 0.186564 0.0 0.4 0.4555 0.5040049.0 0.190204 0.108078 0.0 0.189 0.234 0.273 0.336
score_dash 49.0 0.372347 0.211165 0.0 0.333 0.444 0.5040.600
score_impact56.0 0.011786 0.049558 0.0 0.0 0.0000 0.00000 0.32149.0 0.007918 0.037925 0.0 0.000 0.000 0.000 0.245

OBO dependency graph

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